Object Tracking in Real-Time Applications

4. The object tracking device according to claim 1, wherein execution of the instructions by the processor configures the object tracking device to recursively update the model of the object by updating the model for each particular frame of a set of frames following the previous frame and ordered in output order, based on the model associated with the particular frame and at least one object feature representation extracted from the particular frame.

8. The object tracking device according to claim 5, wherein execution of the instructions by the processor configures the object tracking device to determine a value of the parameter m based on at least one of a processing power available for the object tracking device and a capacity of a battery configured to provide power to the object tracking device.

10. The object tracking device according to claim 1, wherein execution of the instructions by the processor configures the object tracking device to remove object feature representations from the model of the object associated with the current frame to obtain a model of the object associated with the previous frame.

12. The object tracking device according to claim 11, wherein execution of the instructions by the processor configures the object tracking device to, based on determining that the object tracking device has not received the information determine the location of the object in the current frame based on a location of the object determined by the object tracking device for the preceding frame and the model of the object associated with the current frame.

15. The object tracking device according to claim 14, wherein execution of the instructions by the processor configures the object tracking device to, based on the similarity for a second one of the multiple objects being greater than or equal to the minimum similarity, determining the location of the second object in the current frame based on a location of the second object determined by the object tracking device for the preceding frame and the model of the second object associated with the current frame.